Using labeled data to evaluate change detectors in a multivariate streaming environment.
Albert Y. KimCaren MarzbanDonald B. PercivalWerner StuetzlePublished in: Signal Process. (2009)
Keyphrases
- labeled data
- unlabeled data
- semi supervised
- semi supervised learning
- training data
- active learning
- text classification
- supervised learning
- domain adaptation
- transfer learning
- prior knowledge
- class labels
- semi supervised classification
- labeled training data
- co training
- data points
- object detection
- labeled examples
- labeled and unlabeled data
- label propagation
- labeled training set
- data streams
- supervised methods
- labeling effort
- machine learning
- labeled instances
- text categorization
- label information
- machine learning algorithms
- training examples
- neural network
- learning algorithm
- real world